Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 159 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 28.7 KiB |
| Average record size in memory | 184.8 B |
Variable types
| Categorical | 6 |
|---|---|
| Numeric | 16 |
| Boolean | 1 |
How many social media platforms are you on? has a high cardinality: 63 distinct values | High cardinality |
Enter Marks(percentage) For 10th Grade: is highly overall correlated with Department: | High correlation |
How often do you use social media ? (In hours) is highly overall correlated with Impacted By Gadget | High correlation |
Time spend on Facebook? (In hours) is highly overall correlated with How many social media platforms are you on? | High correlation |
Time spend on Discord? (In hours) is highly overall correlated with How many social media platforms are you on? and 1 other fields | High correlation |
Time spend on Pinterest? (In hours) is highly overall correlated with Time spend on Reddit? (In hours) | High correlation |
Time spend on Twitter? (In hours) is highly overall correlated with How many social media platforms are you on? and 1 other fields | High correlation |
Time spend on Telegram? (In hours) is highly overall correlated with Time spend on Reddit? (In hours) | High correlation |
Overall time spent on other application? (In hours) is highly overall correlated with Time spend on Reddit? (In hours) | High correlation |
Department: is highly overall correlated with Enter Marks(percentage) For 10th Grade: and 1 other fields | High correlation |
Choose Current year: is highly overall correlated with Department: | High correlation |
How many social media platforms are you on? is highly overall correlated with Time spend on Facebook? (In hours) and 3 other fields | High correlation |
Time spend on Reddit? (In hours) is highly overall correlated with Time spend on Discord? (In hours) and 5 other fields | High correlation |
Impacted By Gadget is highly overall correlated with How often do you use social media ? (In hours) | High correlation |
Time spend on Reddit? (In hours) is highly imbalanced (87.8%) | Imbalance |
Time spent on WhatsApp? (In hours) has 2 (1.3%) zeros | Zeros |
Time spend on Instagram? (In hours) has 36 (22.6%) zeros | Zeros |
Time spend on Facebook? (In hours) has 146 (91.8%) zeros | Zeros |
Time spend on YouTube? (In hours) has 12 (7.5%) zeros | Zeros |
Time spend on Snapchat? (In hours) has 61 (38.4%) zeros | Zeros |
Time spend on Discord? (In hours) has 141 (88.7%) zeros | Zeros |
Time spend on Pinterest? (In hours) has 133 (83.6%) zeros | Zeros |
Time spend on Twitter? (In hours) has 136 (85.5%) zeros | Zeros |
Time spend on Telegram? (In hours) has 131 (82.4%) zeros | Zeros |
Overall time spent on other application? (In hours) has 34 (21.4%) zeros | Zeros |
What is the maximum time that you have spent away from your phone? (In hours) has 3 (1.9%) zeros | Zeros |
Entertainment usage time while using phone(per day) (In hours) has 4 (2.5%) zeros | Zeros |
Productivity and finance time while using phone (per day)(In hours) has 22 (13.8%) zeros | Zeros |
Reproduction
| Analysis started | 2023-04-10 09:56:08.466551 |
|---|---|
| Analysis finished | 2023-04-10 10:00:22.953208 |
| Duration | 4 minutes and 14.49 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
Department:
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| Computer | |
|---|---|
| Artificial Intelligence | |
| Electronics | |
| Information Technology | 7 |
| Electrical | 4 |
Length
| Max length | 23 |
|---|---|
| Median length | 8 |
| Mean length | 12.062893 |
| Min length | 8 |
Characters and Unicode
| Total characters | 1918 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Artificial Intelligence |
|---|---|
| 2nd row | Artificial Intelligence |
| 3rd row | Artificial Intelligence |
| 4th row | Artificial Intelligence |
| 5th row | Artificial Intelligence |
Common Values
| Value | Count | Frequency (%) |
| Computer | 91 | |
| Artificial Intelligence | 31 | 19.5% |
| Electronics | 23 | 14.5% |
| Information Technology | 7 | 4.4% |
| Electrical | 4 | 2.5% |
| Mechanical | 3 | 1.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| computer | 91 | |
| artificial | 31 | 15.7% |
| intelligence | 31 | 15.7% |
| electronics | 23 | 11.7% |
| information | 7 | 3.6% |
| technology | 7 | 3.6% |
| electrical | 4 | 2.0% |
| mechanical | 3 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 221 | |
| t | 187 | 9.7% |
| i | 161 | 8.4% |
| r | 156 | 8.1% |
| o | 142 | 7.4% |
| l | 134 | 7.0% |
| c | 129 | 6.7% |
| n | 109 | 5.7% |
| m | 98 | 5.1% |
| C | 91 | 4.7% |
| Other values (14) | 490 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1683 | |
| Uppercase Letter | 197 | 10.3% |
| Space Separator | 38 | 2.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 221 | |
| t | 187 | |
| i | 161 | |
| r | 156 | |
| o | 142 | |
| l | 134 | |
| c | 129 | |
| n | 109 | |
| m | 98 | 5.8% |
| p | 91 | 5.4% |
| Other values (7) | 255 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 91 | |
| I | 38 | |
| A | 31 | 15.7% |
| E | 27 | 13.7% |
| T | 7 | 3.6% |
| M | 3 | 1.5% |
Space Separator
| Value | Count | Frequency (%) |
| 38 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1880 | |
| Common | 38 | 2.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 221 | |
| t | 187 | |
| i | 161 | 8.6% |
| r | 156 | 8.3% |
| o | 142 | 7.6% |
| l | 134 | 7.1% |
| c | 129 | 6.9% |
| n | 109 | 5.8% |
| m | 98 | 5.2% |
| C | 91 | 4.8% |
| Other values (13) | 452 |
Common
| Value | Count | Frequency (%) |
| 38 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1918 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 221 | |
| t | 187 | 9.7% |
| i | 161 | 8.4% |
| r | 156 | 8.1% |
| o | 142 | 7.4% |
| l | 134 | 7.0% |
| c | 129 | 6.7% |
| n | 109 | 5.7% |
| m | 98 | 5.1% |
| C | 91 | 4.7% |
| Other values (14) | 490 |
Choose Current year:
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| First year | |
|---|---|
| Second year | |
| Third year |
Length
| Max length | 11 |
|---|---|
| Median length | 10 |
| Mean length | 10.308176 |
| Min length | 10 |
Characters and Unicode
| Total characters | 1639 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Third year |
|---|---|
| 2nd row | First year |
| 3rd row | First year |
| 4th row | First year |
| 5th row | First year |
Common Values
| Value | Count | Frequency (%) |
| First year | 63 | |
| Second year | 49 | |
| Third year | 47 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| year | 159 | |
| first | 63 | 19.8% |
| second | 49 | 15.4% |
| third | 47 | 14.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 269 | |
| e | 208 | |
| 159 | ||
| y | 159 | |
| a | 159 | |
| i | 110 | 6.7% |
| d | 96 | 5.9% |
| F | 63 | 3.8% |
| s | 63 | 3.8% |
| t | 63 | 3.8% |
| Other values (6) | 290 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1321 | |
| Space Separator | 159 | 9.7% |
| Uppercase Letter | 159 | 9.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 269 | |
| e | 208 | |
| y | 159 | |
| a | 159 | |
| i | 110 | |
| d | 96 | 7.3% |
| s | 63 | 4.8% |
| t | 63 | 4.8% |
| c | 49 | 3.7% |
| o | 49 | 3.7% |
| Other values (2) | 96 | 7.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 63 | |
| S | 49 | |
| T | 47 |
Space Separator
| Value | Count | Frequency (%) |
| 159 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1480 | |
| Common | 159 | 9.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 269 | |
| e | 208 | |
| y | 159 | |
| a | 159 | |
| i | 110 | |
| d | 96 | 6.5% |
| F | 63 | 4.3% |
| s | 63 | 4.3% |
| t | 63 | 4.3% |
| S | 49 | 3.3% |
| Other values (5) | 241 |
Common
| Value | Count | Frequency (%) |
| 159 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1639 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 269 | |
| e | 208 | |
| 159 | ||
| y | 159 | |
| a | 159 | |
| i | 110 | 6.7% |
| d | 96 | 5.9% |
| F | 63 | 3.8% |
| s | 63 | 3.8% |
| t | 63 | 3.8% |
| Other values (6) | 290 |
Enter Marks(percentage) For 10th Grade:
Real number (ℝ)
| Distinct | 93 |
|---|---|
| Distinct (%) | 58.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 82.849371 |
| Minimum | 49 |
|---|---|
| Maximum | 98 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 49 |
|---|---|
| 5-th percentile | 61.8 |
| Q1 | 78.5 |
| median | 86 |
| Q3 | 89.4 |
| 95-th percentile | 94.546 |
| Maximum | 98 |
| Range | 49 |
| Interquartile range (IQR) | 10.9 |
Descriptive statistics
| Standard deviation | 9.7605626 |
|---|---|
| Coefficient of variation (CV) | 0.11781094 |
| Kurtosis | 1.1926981 |
| Mean | 82.849371 |
| Median Absolute Deviation (MAD) | 5.2 |
| Skewness | -1.1861339 |
| Sum | 13173.05 |
| Variance | 95.268582 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 88 | 7 | 4.4% |
| 80 | 5 | 3.1% |
| 85 | 5 | 3.1% |
| 90.6 | 5 | 3.1% |
| 89 | 5 | 3.1% |
| 80.2 | 4 | 2.5% |
| 87 | 4 | 2.5% |
| 92 | 3 | 1.9% |
| 89.2 | 3 | 1.9% |
| 82.2 | 3 | 1.9% |
| Other values (83) | 115 |
| Value | Count | Frequency (%) |
| 49 | 1 | |
| 52 | 1 | |
| 56 | 1 | |
| 57 | 2 | |
| 59.78 | 1 | |
| 60 | 2 | |
| 62 | 1 | |
| 63.8 | 1 | |
| 64.6 | 1 | |
| 65 | 2 |
| Value | Count | Frequency (%) |
| 98 | 1 | |
| 96.6 | 1 | |
| 95.5 | 1 | |
| 95.2 | 2 | |
| 95 | 2 | |
| 94.6 | 1 | |
| 94.54 | 1 | |
| 94 | 2 | |
| 93.8 | 2 | |
| 93.4 | 1 |
Enter Marks (percentage) For Previous Semester:
Real number (ℝ)
| Distinct | 102 |
|---|---|
| Distinct (%) | 64.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 77.554591 |
| Minimum | 52 |
|---|---|
| Maximum | 92.84 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 52 |
|---|---|
| 5-th percentile | 60 |
| Q1 | 72.865 |
| median | 79 |
| Q3 | 83.9 |
| 95-th percentile | 89.743 |
| Maximum | 92.84 |
| Range | 40.84 |
| Interquartile range (IQR) | 11.035 |
Descriptive statistics
| Standard deviation | 8.8191917 |
|---|---|
| Coefficient of variation (CV) | 0.11371592 |
| Kurtosis | 0.19064826 |
| Mean | 77.554591 |
| Median Absolute Deviation (MAD) | 5.2 |
| Skewness | -0.73680255 |
| Sum | 12331.18 |
| Variance | 77.778141 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 80 | 8 | 5.0% |
| 75 | 6 | 3.8% |
| 60 | 5 | 3.1% |
| 86 | 5 | 3.1% |
| 82 | 5 | 3.1% |
| 78 | 5 | 3.1% |
| 79 | 4 | 2.5% |
| 73 | 3 | 1.9% |
| 91.89 | 3 | 1.9% |
| 89 | 3 | 1.9% |
| Other values (92) | 112 |
| Value | Count | Frequency (%) |
| 52 | 1 | 0.6% |
| 53 | 1 | 0.6% |
| 54.87 | 1 | 0.6% |
| 56.9 | 1 | 0.6% |
| 57 | 1 | 0.6% |
| 60 | 5 | |
| 61.2 | 1 | 0.6% |
| 61.57 | 1 | 0.6% |
| 61.6 | 1 | 0.6% |
| 62 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 92.84 | 1 | 0.6% |
| 91.89 | 3 | |
| 91.78 | 1 | 0.6% |
| 90 | 2 | |
| 89.86 | 1 | 0.6% |
| 89.73 | 1 | 0.6% |
| 89.44 | 1 | 0.6% |
| 89 | 3 | |
| 88.89 | 1 | 0.6% |
| 88.87 | 1 | 0.6% |
How often do you use social media ? (In hours)
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.3962264 |
| Minimum | 4 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 6 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.4098158 |
|---|---|
| Coefficient of variation (CV) | 0.22041368 |
| Kurtosis | 0.2121713 |
| Mean | 6.3962264 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.3381302 |
| Sum | 1017 |
| Variance | 1.9875806 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 6 | 50 | |
| 7 | 43 | |
| 5 | 20 | 12.6% |
| 8 | 19 | 11.9% |
| 4 | 17 | 10.7% |
| 10 | 6 | 3.8% |
| 9 | 4 | 2.5% |
| Value | Count | Frequency (%) |
| 4 | 17 | 10.7% |
| 5 | 20 | 12.6% |
| 6 | 50 | |
| 7 | 43 | |
| 8 | 19 | 11.9% |
| 9 | 4 | 2.5% |
| 10 | 6 | 3.8% |
| Value | Count | Frequency (%) |
| 10 | 6 | 3.8% |
| 9 | 4 | 2.5% |
| 8 | 19 | 11.9% |
| 7 | 43 | |
| 6 | 50 | |
| 5 | 20 | 12.6% |
| 4 | 17 | 10.7% |
| Distinct | 12 |
|---|---|
| Distinct (%) | 7.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| Educational, Entertainment, Research/Reading, Gaming | |
|---|---|
| Educational, Entertainment, Research/Reading | |
| Entertainment | |
| Educational, Entertainment | |
| Educational | |
| Other values (7) |
Length
| Max length | 52 |
|---|---|
| Median length | 39 |
| Mean length | 30.981132 |
| Min length | 6 |
Characters and Unicode
| Total characters | 4926 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.6% |
Sample
| 1st row | Entertainment |
|---|---|
| 2nd row | Educational, Entertainment, Research/Reading, Gaming |
| 3rd row | Educational, Entertainment |
| 4th row | Educational, Entertainment, Research/Reading |
| 5th row | Entertainment |
Common Values
| Value | Count | Frequency (%) |
| Educational, Entertainment, Research/Reading, Gaming | 34 | |
| Educational, Entertainment, Research/Reading | 27 | |
| Entertainment | 26 | |
| Educational, Entertainment | 25 | |
| Educational | 17 | |
| Educational, Entertainment, Gaming | 10 | 6.3% |
| Entertainment, Research/Reading | 6 | 3.8% |
| Gaming | 4 | 2.5% |
| Educational, Research/Reading | 4 | 2.5% |
| Research/Reading | 3 | 1.9% |
| Other values (2) | 3 | 1.9% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| entertainment | 131 | |
| educational | 117 | |
| research/reading | 75 | |
| gaming | 51 | 13.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 636 | |
| a | 566 | |
| t | 510 | 10.4% |
| e | 487 | 9.9% |
| i | 374 | 7.6% |
| E | 248 | 5.0% |
| 215 | 4.4% | |
| , | 215 | 4.4% |
| r | 206 | 4.2% |
| d | 192 | 3.9% |
| Other values (11) | 1277 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3972 | |
| Uppercase Letter | 449 | 9.1% |
| Other Punctuation | 290 | 5.9% |
| Space Separator | 215 | 4.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 636 | |
| a | 566 | |
| t | 510 | |
| e | 487 | |
| i | 374 | |
| r | 206 | 5.2% |
| d | 192 | 4.8% |
| c | 192 | 4.8% |
| m | 182 | 4.6% |
| g | 126 | 3.2% |
| Other values (5) | 501 |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 248 | |
| R | 150 | |
| G | 51 | 11.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 215 | |
| / | 75 | 25.9% |
Space Separator
| Value | Count | Frequency (%) |
| 215 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4421 | |
| Common | 505 | 10.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 636 | |
| a | 566 | |
| t | 510 | |
| e | 487 | |
| i | 374 | |
| E | 248 | 5.6% |
| r | 206 | 4.7% |
| d | 192 | 4.3% |
| c | 192 | 4.3% |
| m | 182 | 4.1% |
| Other values (8) | 828 |
Common
| Value | Count | Frequency (%) |
| 215 | ||
| , | 215 | |
| / | 75 | 14.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4926 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 636 | |
| a | 566 | |
| t | 510 | 10.4% |
| e | 487 | 9.9% |
| i | 374 | 7.6% |
| E | 248 | 5.0% |
| 215 | 4.4% | |
| , | 215 | 4.4% |
| r | 206 | 4.2% |
| d | 192 | 3.9% |
| Other values (11) | 1277 |
How many social media platforms are you on?
Categorical
HIGH CARDINALITY HIGH CORRELATION
| Distinct | 63 |
|---|---|
| Distinct (%) | 39.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| WhatsApp, Instagram, YouTube, Snapchat | |
|---|---|
| WhatsApp, YouTube | |
| WhatsApp, Instagram, YouTube | |
| WhatsApp, Instagram, YouTube, Snapchat, Pinterest | |
| WhatsApp, YouTube, Snapchat | 8 |
| Other values (58) |
Length
| Max length | 95 |
|---|---|
| Median length | 85 |
| Mean length | 43.427673 |
| Min length | 7 |
Characters and Unicode
| Total characters | 6905 |
|---|---|
| Distinct characters | 33 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 42 ? |
|---|---|
| Unique (%) | 26.4% |
Sample
| 1st row | |
|---|---|
| 2nd row | WhatsApp, Instagram, YouTube, Snapchat |
| 3rd row | WhatsApp, YouTube |
| 4th row | WhatsApp, Instagram, YouTube, Snapchat, Pinterest, Twitter, Telegram |
| 5th row | WhatsApp, Instagram, Facebook, YouTube, Snapchat, Pinterest, Telegram |
Common Values
| Value | Count | Frequency (%) |
| WhatsApp, Instagram, YouTube, Snapchat | 28 | |
| WhatsApp, YouTube | 14 | 8.8% |
| WhatsApp, Instagram, YouTube | 13 | 8.2% |
| WhatsApp, Instagram, YouTube, Snapchat, Pinterest | 9 | 5.7% |
| WhatsApp, YouTube, Snapchat | 8 | 5.0% |
| WhatsApp, Instagram, Facebook, YouTube, Snapchat | 5 | 3.1% |
| WhatsApp, Instagram, YouTube, Snapchat, Telegram | 4 | 2.5% |
| WhatsApp, Instagram, YouTube, Snapchat, Pinterest, Twitter, Telegram | 4 | 2.5% |
| WhatsApp, YouTube, Telegram | 4 | 2.5% |
| WhatsApp, Instagram, YouTube, Snapchat, Twitter | 4 | 2.5% |
| Other values (53) | 66 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 156 | ||
| youtube | 149 | |
| 122 | ||
| snapchat | 111 | |
| telegram | 48 | 6.6% |
| 37 | 5.1% | |
| 37 | 5.1% | |
| 28 | 3.8% | |
| discord | 27 | 3.7% |
| 10 | 1.4% | |
| Other values (4) | 4 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 699 | 10.1% |
| 582 | 8.4% | |
| , | 580 | 8.4% |
| t | 549 | 8.0% |
| p | 423 | 6.1% |
| e | 395 | 5.7% |
| s | 343 | 5.0% |
| u | 298 | 4.3% |
| r | 272 | 3.9% |
| n | 270 | 3.9% |
| Other values (23) | 2494 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4710 | |
| Uppercase Letter | 1033 | 15.0% |
| Space Separator | 582 | 8.4% |
| Other Punctuation | 580 | 8.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 699 | |
| t | 549 | |
| p | 423 | |
| e | 395 | |
| s | 343 | 7.3% |
| u | 298 | 6.3% |
| r | 272 | 5.8% |
| n | 270 | 5.7% |
| h | 268 | 5.7% |
| o | 234 | 5.0% |
| Other values (10) | 959 |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 235 | |
| W | 156 | |
| A | 156 | |
| Y | 149 | |
| I | 122 | |
| S | 111 | |
| P | 38 | 3.7% |
| F | 28 | 2.7% |
| D | 27 | 2.6% |
| R | 10 | 1.0% |
Space Separator
| Value | Count | Frequency (%) |
| 582 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 580 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5743 | |
| Common | 1162 | 16.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 699 | 12.2% |
| t | 549 | 9.6% |
| p | 423 | 7.4% |
| e | 395 | 6.9% |
| s | 343 | 6.0% |
| u | 298 | 5.2% |
| r | 272 | 4.7% |
| n | 270 | 4.7% |
| h | 268 | 4.7% |
| T | 235 | 4.1% |
| Other values (21) | 1991 |
Common
| Value | Count | Frequency (%) |
| 582 | ||
| , | 580 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6905 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 699 | 10.1% |
| 582 | 8.4% | |
| , | 580 | 8.4% |
| t | 549 | 8.0% |
| p | 423 | 6.1% |
| e | 395 | 5.7% |
| s | 343 | 5.0% |
| u | 298 | 4.3% |
| r | 272 | 3.9% |
| n | 270 | 3.9% |
| Other values (23) | 2494 |
Time spent on WhatsApp? (In hours)
Real number (ℝ)
| Distinct | 18 |
|---|---|
| Distinct (%) | 11.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6119497 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 2 |
| Zeros (%) | 1.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.3 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.4388425 |
|---|---|
| Coefficient of variation (CV) | 0.89261005 |
| Kurtosis | 9.5387819 |
| Mean | 1.6119497 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.7504392 |
| Sum | 256.3 |
| Variance | 2.0702677 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 1 | 86 | |
| 2 | 31 | 19.5% |
| 3 | 9 | 5.7% |
| 0.5 | 8 | 5.0% |
| 6 | 5 | 3.1% |
| 5 | 3 | 1.9% |
| 0.3 | 2 | 1.3% |
| 4 | 2 | 1.3% |
| 0.05 | 2 | 1.3% |
| 0.1 | 2 | 1.3% |
| Other values (8) | 9 | 5.7% |
| Value | Count | Frequency (%) |
| 0 | 2 | 1.3% |
| 0.05 | 2 | 1.3% |
| 0.1 | 2 | 1.3% |
| 0.2 | 1 | 0.6% |
| 0.3 | 2 | 1.3% |
| 0.5 | 8 | 5.0% |
| 0.9 | 1 | 0.6% |
| 1 | 86 | |
| 1.3 | 1 | 0.6% |
| 1.5 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 10 | 1 | 0.6% |
| 7 | 1 | 0.6% |
| 6 | 5 | 3.1% |
| 5 | 3 | 1.9% |
| 4 | 2 | 1.3% |
| 3 | 9 | 5.7% |
| 2.5 | 1 | 0.6% |
| 2 | 31 | |
| 1.5 | 1 | 0.6% |
| 1.3 | 1 | 0.6% |
Time spend on Instagram? (In hours)
Real number (ℝ)
| Distinct | 21 |
|---|---|
| Distinct (%) | 13.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6898113 |
| Minimum | 0 |
|---|---|
| Maximum | 21 |
| Zeros | 36 |
| Zeros (%) | 22.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.35 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 5.1 |
| Maximum | 21 |
| Range | 21 |
| Interquartile range (IQR) | 1.65 |
Descriptive statistics
| Standard deviation | 2.4028105 |
|---|---|
| Coefficient of variation (CV) | 1.4219401 |
| Kurtosis | 29.771641 |
| Mean | 1.6898113 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 4.5205759 |
| Sum | 268.68 |
| Variance | 5.7734981 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 1 | 50 | |
| 0 | 36 | |
| 2 | 26 | |
| 3 | 12 | 7.5% |
| 0.5 | 6 | 3.8% |
| 4 | 6 | 3.8% |
| 5 | 4 | 2.5% |
| 6 | 3 | 1.9% |
| 7 | 3 | 1.9% |
| 1.5 | 2 | 1.3% |
| Other values (11) | 11 | 6.9% |
| Value | Count | Frequency (%) |
| 0 | 36 | |
| 0.07 | 1 | 0.6% |
| 0.1 | 1 | 0.6% |
| 0.2 | 1 | 0.6% |
| 0.3 | 1 | 0.6% |
| 0.4 | 1 | 0.6% |
| 0.45 | 1 | 0.6% |
| 0.5 | 6 | 3.8% |
| 1 | 50 | |
| 1.15 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 21 | 1 | 0.6% |
| 14 | 1 | 0.6% |
| 7 | 3 | 1.9% |
| 6 | 3 | 1.9% |
| 5 | 4 | 2.5% |
| 4 | 6 | 3.8% |
| 3 | 12 | |
| 2.43 | 1 | 0.6% |
| 2 | 26 | |
| 1.58 | 1 | 0.6% |
Time spend on Facebook? (In hours)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 7 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2836478 |
| Minimum | 0 |
|---|---|
| Maximum | 21 |
| Zeros | 146 |
| Zeros (%) | 91.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 21 |
| Range | 21 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.8214917 |
|---|---|
| Coefficient of variation (CV) | 6.4216671 |
| Kurtosis | 109.13316 |
| Mean | 0.2836478 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.9690541 |
| Sum | 45.1 |
| Variance | 3.3178322 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 146 | |
| 1 | 6 | 3.8% |
| 2 | 2 | 1.3% |
| 3 | 2 | 1.3% |
| 21 | 1 | 0.6% |
| 8 | 1 | 0.6% |
| 0.1 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 146 | |
| 0.1 | 1 | 0.6% |
| 1 | 6 | 3.8% |
| 2 | 2 | 1.3% |
| 3 | 2 | 1.3% |
| 8 | 1 | 0.6% |
| 21 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 21 | 1 | 0.6% |
| 8 | 1 | 0.6% |
| 3 | 2 | 1.3% |
| 2 | 2 | 1.3% |
| 1 | 6 | 3.8% |
| 0.1 | 1 | 0.6% |
| 0 | 146 |
Time spend on YouTube? (In hours)
Real number (ℝ)
| Distinct | 15 |
|---|---|
| Distinct (%) | 9.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7477987 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 12 |
| Zeros (%) | 7.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.784456 |
|---|---|
| Coefficient of variation (CV) | 1.0209734 |
| Kurtosis | 26.013508 |
| Mean | 1.7477987 |
| Median Absolute Deviation (MAD) | 0.9 |
| Skewness | 3.9632472 |
| Sum | 277.9 |
| Variance | 3.1842831 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 1 | 63 | |
| 2 | 34 | |
| 3 | 15 | 9.4% |
| 0 | 12 | 7.5% |
| 0.5 | 11 | 6.9% |
| 4 | 7 | 4.4% |
| 5 | 5 | 3.1% |
| 0.3 | 3 | 1.9% |
| 0.1 | 2 | 1.3% |
| 1.5 | 2 | 1.3% |
| Other values (5) | 5 | 3.1% |
| Value | Count | Frequency (%) |
| 0 | 12 | 7.5% |
| 0.1 | 2 | 1.3% |
| 0.3 | 3 | 1.9% |
| 0.5 | 11 | 6.9% |
| 1 | 63 | |
| 1.5 | 2 | 1.3% |
| 2 | 34 | |
| 2.3 | 1 | 0.6% |
| 3 | 15 | 9.4% |
| 4 | 7 | 4.4% |
| Value | Count | Frequency (%) |
| 16 | 1 | 0.6% |
| 8 | 1 | 0.6% |
| 7 | 1 | 0.6% |
| 6 | 1 | 0.6% |
| 5 | 5 | 3.1% |
| 4 | 7 | 4.4% |
| 3 | 15 | |
| 2.3 | 1 | 0.6% |
| 2 | 34 | |
| 1.5 | 2 | 1.3% |
Time spend on Snapchat? (In hours)
Real number (ℝ)
| Distinct | 18 |
|---|---|
| Distinct (%) | 11.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9608805 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 61 |
| Zeros (%) | 38.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.9392911 |
|---|---|
| Coefficient of variation (CV) | 2.0182437 |
| Kurtosis | 40.082689 |
| Mean | 0.9608805 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 5.7862895 |
| Sum | 152.78 |
| Variance | 3.7608499 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 0 | 61 | |
| 1 | 58 | |
| 2 | 9 | 5.7% |
| 0.5 | 7 | 4.4% |
| 3 | 7 | 4.4% |
| 1.5 | 2 | 1.3% |
| 0.3 | 2 | 1.3% |
| 4 | 2 | 1.3% |
| 0.1 | 2 | 1.3% |
| 0.2 | 1 | 0.6% |
| Other values (8) | 8 | 5.0% |
| Value | Count | Frequency (%) |
| 0 | 61 | |
| 0.01 | 1 | 0.6% |
| 0.1 | 2 | 1.3% |
| 0.15 | 1 | 0.6% |
| 0.19 | 1 | 0.6% |
| 0.2 | 1 | 0.6% |
| 0.3 | 2 | 1.3% |
| 0.33 | 1 | 0.6% |
| 0.5 | 7 | 4.4% |
| 0.6 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 16 | 1 | 0.6% |
| 15 | 1 | 0.6% |
| 8 | 1 | 0.6% |
| 4 | 2 | 1.3% |
| 3 | 7 | 4.4% |
| 2 | 9 | 5.7% |
| 1.5 | 2 | 1.3% |
| 1 | 58 | |
| 0.6 | 1 | 0.6% |
| 0.5 | 7 | 4.4% |
Time spend on Reddit? (In hours)
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | 3 |
| 4 | 1 |
| 2 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 159 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 1.3% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 154 | |
| 1 | 3 | 1.9% |
| 4 | 1 | 0.6% |
| 2 | 1 | 0.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 154 | |
| 1 | 3 | 1.9% |
| 4 | 1 | 0.6% |
| 2 | 1 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 154 | |
| 1 | 3 | 1.9% |
| 4 | 1 | 0.6% |
| 2 | 1 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 159 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 154 | |
| 1 | 3 | 1.9% |
| 4 | 1 | 0.6% |
| 2 | 1 | 0.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 159 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 154 | |
| 1 | 3 | 1.9% |
| 4 | 1 | 0.6% |
| 2 | 1 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 159 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 154 | |
| 1 | 3 | 1.9% |
| 4 | 1 | 0.6% |
| 2 | 1 | 0.6% |
Time spend on Discord? (In hours)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 8 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.20628931 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 141 |
| Zeros (%) | 88.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.88437102 |
|---|---|
| Coefficient of variation (CV) | 4.2870424 |
| Kurtosis | 64.905442 |
| Mean | 0.20628931 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.3049559 |
| Sum | 32.8 |
| Variance | 0.78211209 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 141 | |
| 1 | 11 | 6.9% |
| 3 | 2 | 1.3% |
| 4 | 1 | 0.6% |
| 0.3 | 1 | 0.6% |
| 0.5 | 1 | 0.6% |
| 2 | 1 | 0.6% |
| 9 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 141 | |
| 0.3 | 1 | 0.6% |
| 0.5 | 1 | 0.6% |
| 1 | 11 | 6.9% |
| 2 | 1 | 0.6% |
| 3 | 2 | 1.3% |
| 4 | 1 | 0.6% |
| 9 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 9 | 1 | 0.6% |
| 4 | 1 | 0.6% |
| 3 | 2 | 1.3% |
| 2 | 1 | 0.6% |
| 1 | 11 | 6.9% |
| 0.5 | 1 | 0.6% |
| 0.3 | 1 | 0.6% |
| 0 | 141 |
Time spend on Pinterest? (In hours)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 6 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.17044025 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 133 |
| Zeros (%) | 83.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.47568118 |
|---|---|
| Coefficient of variation (CV) | 2.790897 |
| Kurtosis | 27.22935 |
| Mean | 0.17044025 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.3521096 |
| Sum | 27.1 |
| Variance | 0.22627259 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 133 | |
| 1 | 20 | 12.6% |
| 0.2 | 3 | 1.9% |
| 2 | 1 | 0.6% |
| 0.5 | 1 | 0.6% |
| 4 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 133 | |
| 0.2 | 3 | 1.9% |
| 0.5 | 1 | 0.6% |
| 1 | 20 | 12.6% |
| 2 | 1 | 0.6% |
| 4 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 4 | 1 | 0.6% |
| 2 | 1 | 0.6% |
| 1 | 20 | 12.6% |
| 0.5 | 1 | 0.6% |
| 0.2 | 3 | 1.9% |
| 0 | 133 |
Time spend on Twitter? (In hours)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 9 |
|---|---|
| Distinct (%) | 5.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.19981132 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 136 |
| Zeros (%) | 85.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.8870014 |
|---|---|
| Coefficient of variation (CV) | 4.4391949 |
| Kurtosis | 95.843504 |
| Mean | 0.19981132 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.0056543 |
| Sum | 31.77 |
| Variance | 0.78677148 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 0 | 136 | |
| 1 | 13 | 8.2% |
| 0.5 | 2 | 1.3% |
| 2 | 2 | 1.3% |
| 0.15 | 2 | 1.3% |
| 0.2 | 1 | 0.6% |
| 3 | 1 | 0.6% |
| 10 | 1 | 0.6% |
| 0.27 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 136 | |
| 0.15 | 2 | 1.3% |
| 0.2 | 1 | 0.6% |
| 0.27 | 1 | 0.6% |
| 0.5 | 2 | 1.3% |
| 1 | 13 | 8.2% |
| 2 | 2 | 1.3% |
| 3 | 1 | 0.6% |
| 10 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 10 | 1 | 0.6% |
| 3 | 1 | 0.6% |
| 2 | 2 | 1.3% |
| 1 | 13 | 8.2% |
| 0.5 | 2 | 1.3% |
| 0.27 | 1 | 0.6% |
| 0.2 | 1 | 0.6% |
| 0.15 | 2 | 1.3% |
| 0 | 136 |
Time spend on Telegram? (In hours)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 12 |
|---|---|
| Distinct (%) | 7.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.34339623 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 131 |
| Zeros (%) | 82.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.5840793 |
|---|---|
| Coefficient of variation (CV) | 4.6129783 |
| Kurtosis | 64.649108 |
| Mean | 0.34339623 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.746268 |
| Sum | 54.6 |
| Variance | 2.5093074 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 0 | 131 | |
| 1 | 16 | 10.1% |
| 0.5 | 2 | 1.3% |
| 0.3 | 2 | 1.3% |
| 0.7 | 1 | 0.6% |
| 15 | 1 | 0.6% |
| 3 | 1 | 0.6% |
| 2 | 1 | 0.6% |
| 0.1 | 1 | 0.6% |
| 0.2 | 1 | 0.6% |
| Other values (2) | 2 | 1.3% |
| Value | Count | Frequency (%) |
| 0 | 131 | |
| 0.1 | 1 | 0.6% |
| 0.2 | 1 | 0.6% |
| 0.3 | 2 | 1.3% |
| 0.5 | 2 | 1.3% |
| 0.7 | 1 | 0.6% |
| 1 | 16 | 10.1% |
| 2 | 1 | 0.6% |
| 3 | 1 | 0.6% |
| 4 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 15 | 1 | 0.6% |
| 12 | 1 | 0.6% |
| 4 | 1 | 0.6% |
| 3 | 1 | 0.6% |
| 2 | 1 | 0.6% |
| 1 | 16 | |
| 0.7 | 1 | 0.6% |
| 0.5 | 2 | 1.3% |
| 0.3 | 2 | 1.3% |
| 0.2 | 1 | 0.6% |
Overall time spent on other application? (In hours)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 20 |
|---|---|
| Distinct (%) | 12.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1591195 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 34 |
| Zeros (%) | 21.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.5 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 7.1 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 2.5 |
Descriptive statistics
| Standard deviation | 2.9120921 |
|---|---|
| Coefficient of variation (CV) | 1.3487406 |
| Kurtosis | 17.838567 |
| Mean | 2.1591195 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.4555977 |
| Sum | 343.3 |
| Variance | 8.4802802 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 1 | 39 | |
| 0 | 34 | |
| 2 | 27 | |
| 3 | 12 | 7.5% |
| 4 | 11 | 6.9% |
| 5 | 8 | 5.0% |
| 0.5 | 7 | 4.4% |
| 0.3 | 4 | 2.5% |
| 10 | 3 | 1.9% |
| 12 | 2 | 1.3% |
| Other values (10) | 12 | 7.5% |
| Value | Count | Frequency (%) |
| 0 | 34 | |
| 0.2 | 1 | 0.6% |
| 0.3 | 4 | 2.5% |
| 0.5 | 7 | 4.4% |
| 1 | 39 | |
| 1.4 | 1 | 0.6% |
| 1.5 | 2 | 1.3% |
| 2 | 27 | |
| 2.5 | 1 | 0.6% |
| 3 | 12 | 7.5% |
| Value | Count | Frequency (%) |
| 23 | 1 | 0.6% |
| 12 | 2 | 1.3% |
| 11 | 1 | 0.6% |
| 10 | 3 | 1.9% |
| 8 | 1 | 0.6% |
| 7 | 1 | 0.6% |
| 6 | 2 | 1.3% |
| 5 | 8 | |
| 4 | 11 | |
| 3.5 | 1 | 0.6% |
| Distinct | 18 |
|---|---|
| Distinct (%) | 11.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.7993711 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 3 |
| Zeros (%) | 1.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 8 |
| Q3 | 14 |
| 95-th percentile | 16 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 5.0099963 |
|---|---|
| Coefficient of variation (CV) | 0.56935845 |
| Kurtosis | -1.3023363 |
| Mean | 8.7993711 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.058631786 |
| Sum | 1399.1 |
| Variance | 25.100063 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 16 | 22 | |
| 10 | 16 | |
| 15 | 15 | |
| 4 | 14 | |
| 2 | 13 | |
| 12 | 12 | |
| 5 | 11 | |
| 7 | 10 | 6.3% |
| 8 | 10 | 6.3% |
| 6 | 9 | 5.7% |
| Other values (8) | 27 |
| Value | Count | Frequency (%) |
| 0 | 3 | 1.9% |
| 0.1 | 1 | 0.6% |
| 1 | 3 | 1.9% |
| 2 | 13 | |
| 3 | 7 | |
| 4 | 14 | |
| 5 | 11 | |
| 6 | 9 | |
| 7 | 10 | |
| 8 | 10 |
| Value | Count | Frequency (%) |
| 16 | 22 | |
| 15 | 15 | |
| 14 | 6 | 3.8% |
| 13 | 1 | 0.6% |
| 12 | 12 | |
| 11 | 1 | 0.6% |
| 10 | 16 | |
| 9 | 5 | 3.1% |
| 8 | 10 | |
| 7 | 10 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| No | |
|---|---|
| Maybe | |
| Yes |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.2893082 |
| Min length | 2 |
Characters and Unicode
| Total characters | 523 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | No |
|---|---|
| 2nd row | No |
| 3rd row | No |
| 4th row | Yes |
| 5th row | Maybe |
Common Values
| Value | Count | Frequency (%) |
| No | 78 | |
| Maybe | 62 | |
| Yes | 19 | 11.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| no | 78 | |
| maybe | 62 | |
| yes | 19 | 11.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 81 | |
| N | 78 | |
| o | 78 | |
| M | 62 | |
| a | 62 | |
| y | 62 | |
| b | 62 | |
| Y | 19 | 3.6% |
| s | 19 | 3.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 364 | |
| Uppercase Letter | 159 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 81 | |
| o | 78 | |
| a | 62 | |
| y | 62 | |
| b | 62 | |
| s | 19 | 5.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 78 | |
| M | 62 | |
| Y | 19 | 11.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 523 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 81 | |
| N | 78 | |
| o | 78 | |
| M | 62 | |
| a | 62 | |
| y | 62 | |
| b | 62 | |
| Y | 19 | 3.6% |
| s | 19 | 3.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 523 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 81 | |
| N | 78 | |
| o | 78 | |
| M | 62 | |
| a | 62 | |
| y | 62 | |
| b | 62 | |
| Y | 19 | 3.6% |
| s | 19 | 3.6% |
| Distinct | 17 |
|---|---|
| Distinct (%) | 10.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6031447 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 4 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.95 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 6.2 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.2318018 |
|---|---|
| Coefficient of variation (CV) | 0.85734837 |
| Kurtosis | 7.9869943 |
| Mean | 2.6031447 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.4315058 |
| Sum | 413.9 |
| Variance | 4.9809394 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 2 | 51 | |
| 1 | 42 | |
| 3 | 20 | 12.6% |
| 4 | 13 | 8.2% |
| 5 | 8 | 5.0% |
| 6 | 5 | 3.1% |
| 0 | 4 | 2.5% |
| 8 | 3 | 1.9% |
| 10 | 3 | 1.9% |
| 1.3 | 2 | 1.3% |
| Other values (7) | 8 | 5.0% |
| Value | Count | Frequency (%) |
| 0 | 4 | 2.5% |
| 0.1 | 1 | 0.6% |
| 0.2 | 1 | 0.6% |
| 0.5 | 2 | 1.3% |
| 1 | 42 | |
| 1.3 | 2 | 1.3% |
| 1.5 | 1 | 0.6% |
| 2 | 51 | |
| 2.5 | 1 | 0.6% |
| 3 | 20 | 12.6% |
| Value | Count | Frequency (%) |
| 15 | 1 | 0.6% |
| 11 | 1 | 0.6% |
| 10 | 3 | 1.9% |
| 8 | 3 | 1.9% |
| 6 | 5 | 3.1% |
| 5 | 8 | 5.0% |
| 4 | 13 | 8.2% |
| 3 | 20 | 12.6% |
| 2.5 | 1 | 0.6% |
| 2 | 51 |
| Distinct | 15 |
|---|---|
| Distinct (%) | 9.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.290566 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 22 |
| Zeros (%) | 13.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 6.4 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.4653496 |
|---|---|
| Coefficient of variation (CV) | 1.0763058 |
| Kurtosis | 7.9537136 |
| Mean | 2.290566 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.51586 |
| Sum | 364.2 |
| Variance | 6.0779484 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 1 | 50 | |
| 2 | 28 | |
| 3 | 23 | |
| 0 | 22 | |
| 4 | 14 | 8.8% |
| 5 | 6 | 3.8% |
| 10 | 6 | 3.8% |
| 0.5 | 3 | 1.9% |
| 15 | 1 | 0.6% |
| 13 | 1 | 0.6% |
| Other values (5) | 5 | 3.1% |
| Value | Count | Frequency (%) |
| 0 | 22 | |
| 0.2 | 1 | 0.6% |
| 0.5 | 3 | 1.9% |
| 1 | 50 | |
| 1.5 | 1 | 0.6% |
| 2 | 28 | |
| 2.5 | 1 | 0.6% |
| 3 | 23 | |
| 3.5 | 1 | 0.6% |
| 4 | 14 | 8.8% |
| Value | Count | Frequency (%) |
| 15 | 1 | 0.6% |
| 13 | 1 | 0.6% |
| 10 | 6 | 3.8% |
| 6 | 1 | 0.6% |
| 5 | 6 | 3.8% |
| 4 | 14 | |
| 3.5 | 1 | 0.6% |
| 3 | 23 | |
| 2.5 | 1 | 0.6% |
| 2 | 28 |
Impacted By Gadget
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 287.0 B |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 89 | |
| False | 70 |
| Enter Marks(percentage) For 10th Grade: | Enter Marks (percentage) For Previous Semester: | How often do you use social media ? (In hours) | Time spent on WhatsApp? (In hours) | Time spend on Instagram? (In hours) | Time spend on Facebook? (In hours) | Time spend on YouTube? (In hours) | Time spend on Snapchat? (In hours) | Time spend on Discord? (In hours) | Time spend on Pinterest? (In hours) | Time spend on Twitter? (In hours) | Time spend on Telegram? (In hours) | Overall time spent on other application? (In hours) | What is the maximum time that you have spent away from your phone? (In hours) | Entertainment usage time while using phone(per day) (In hours) | Productivity and finance time while using phone (per day)(In hours) | Department: | Choose Current year: | According to you, what need does social media fulfill? | How many social media platforms are you on? | Time spend on Reddit? (In hours) | Do you consider yourself to be addicted to social media? | Impacted By Gadget | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Enter Marks(percentage) For 10th Grade: | 1.000 | 0.448 | -0.251 | 0.255 | 0.040 | -0.012 | -0.004 | -0.057 | -0.038 | 0.040 | 0.061 | -0.077 | 0.021 | -0.215 | 0.013 | 0.164 | 0.510 | 0.401 | 0.000 | 0.000 | 0.000 | 0.000 | 0.256 |
| Enter Marks (percentage) For Previous Semester: | 0.448 | 1.000 | -0.327 | 0.135 | -0.005 | 0.057 | -0.097 | -0.009 | -0.025 | 0.107 | 0.088 | -0.052 | 0.001 | -0.096 | 0.093 | 0.200 | 0.227 | 0.262 | 0.000 | 0.000 | 0.000 | 0.102 | 0.347 |
| How often do you use social media ? (In hours) | -0.251 | -0.327 | 1.000 | -0.035 | 0.094 | -0.060 | 0.104 | 0.012 | 0.012 | -0.110 | -0.074 | 0.016 | -0.010 | 0.089 | 0.027 | -0.045 | 0.107 | 0.082 | 0.000 | 0.000 | 0.000 | 0.043 | 0.592 |
| Time spent on WhatsApp? (In hours) | 0.255 | 0.135 | -0.035 | 1.000 | 0.199 | 0.228 | 0.285 | 0.281 | 0.150 | 0.113 | 0.049 | 0.010 | 0.131 | -0.088 | 0.138 | 0.167 | 0.000 | 0.229 | 0.000 | 0.395 | 0.178 | 0.082 | 0.000 |
| Time spend on Instagram? (In hours) | 0.040 | -0.005 | 0.094 | 0.199 | 1.000 | 0.255 | 0.104 | 0.439 | 0.242 | 0.305 | 0.135 | 0.057 | 0.040 | -0.147 | 0.477 | 0.243 | 0.192 | 0.154 | 0.000 | 0.392 | 0.033 | 0.157 | 0.137 |
| Time spend on Facebook? (In hours) | -0.012 | 0.057 | -0.060 | 0.228 | 0.255 | 1.000 | 0.179 | 0.247 | 0.256 | 0.187 | 0.349 | 0.382 | 0.219 | -0.220 | 0.217 | 0.072 | 0.000 | 0.076 | 0.000 | 0.670 | 0.000 | 0.000 | 0.083 |
| Time spend on YouTube? (In hours) | -0.004 | -0.097 | 0.104 | 0.285 | 0.104 | 0.179 | 1.000 | 0.181 | 0.221 | 0.016 | 0.155 | 0.120 | 0.215 | 0.009 | 0.233 | 0.244 | 0.000 | 0.160 | 0.000 | 0.371 | 0.382 | 0.174 | 0.000 |
| Time spend on Snapchat? (In hours) | -0.057 | -0.009 | 0.012 | 0.281 | 0.439 | 0.247 | 0.181 | 1.000 | 0.137 | 0.240 | 0.225 | 0.086 | 0.139 | 0.023 | 0.293 | 0.155 | 0.123 | 0.042 | 0.000 | 0.252 | 0.404 | 0.066 | 0.000 |
| Time spend on Discord? (In hours) | -0.038 | -0.025 | 0.012 | 0.150 | 0.242 | 0.256 | 0.221 | 0.137 | 1.000 | 0.394 | 0.428 | 0.315 | 0.242 | 0.035 | 0.183 | 0.241 | 0.183 | 0.087 | 0.206 | 0.774 | 0.504 | 0.116 | 0.000 |
| Time spend on Pinterest? (In hours) | 0.040 | 0.107 | -0.110 | 0.113 | 0.305 | 0.187 | 0.016 | 0.240 | 0.394 | 1.000 | 0.356 | 0.250 | 0.098 | -0.035 | 0.196 | 0.130 | 0.000 | 0.212 | 0.000 | 0.424 | 0.668 | 0.099 | 0.000 |
| Time spend on Twitter? (In hours) | 0.061 | 0.088 | -0.074 | 0.049 | 0.135 | 0.349 | 0.155 | 0.225 | 0.428 | 0.356 | 1.000 | 0.405 | 0.186 | -0.091 | 0.163 | 0.156 | 0.000 | 0.105 | 0.058 | 0.602 | 0.566 | 0.171 | 0.000 |
| Time spend on Telegram? (In hours) | -0.077 | -0.052 | 0.016 | 0.010 | 0.057 | 0.382 | 0.120 | 0.086 | 0.315 | 0.250 | 0.405 | 1.000 | 0.245 | -0.067 | 0.082 | 0.065 | 0.114 | 0.097 | 0.000 | 0.437 | 0.607 | 0.084 | 0.052 |
| Overall time spent on other application? (In hours) | 0.021 | 0.001 | -0.010 | 0.131 | 0.040 | 0.219 | 0.215 | 0.139 | 0.242 | 0.098 | 0.186 | 0.245 | 1.000 | 0.042 | 0.233 | -0.010 | 0.000 | 0.111 | 0.095 | 0.383 | 0.579 | 0.242 | 0.069 |
| What is the maximum time that you have spent away from your phone? (In hours) | -0.215 | -0.096 | 0.089 | -0.088 | -0.147 | -0.220 | 0.009 | 0.023 | 0.035 | -0.035 | -0.091 | -0.067 | 0.042 | 1.000 | -0.171 | 0.123 | 0.077 | 0.000 | 0.000 | 0.082 | 0.000 | 0.092 | 0.000 |
| Entertainment usage time while using phone(per day) (In hours) | 0.013 | 0.093 | 0.027 | 0.138 | 0.477 | 0.217 | 0.233 | 0.293 | 0.183 | 0.196 | 0.163 | 0.082 | 0.233 | -0.171 | 1.000 | 0.287 | 0.000 | 0.000 | 0.000 | 0.356 | 0.110 | 0.352 | 0.054 |
| Productivity and finance time while using phone\n(per day)(In hours) | 0.164 | 0.200 | -0.045 | 0.167 | 0.243 | 0.072 | 0.244 | 0.155 | 0.241 | 0.130 | 0.156 | 0.065 | -0.010 | 0.123 | 0.287 | 1.000 | 0.000 | 0.100 | 0.000 | 0.216 | 0.150 | 0.000 | 0.000 |
| Department: | 0.510 | 0.227 | 0.107 | 0.000 | 0.192 | 0.000 | 0.000 | 0.123 | 0.183 | 0.000 | 0.000 | 0.114 | 0.000 | 0.077 | 0.000 | 0.000 | 1.000 | 0.510 | 0.099 | 0.252 | 0.000 | 0.000 | 0.249 |
| Choose Current year: | 0.401 | 0.262 | 0.082 | 0.229 | 0.154 | 0.076 | 0.160 | 0.042 | 0.087 | 0.212 | 0.105 | 0.097 | 0.111 | 0.000 | 0.000 | 0.100 | 0.510 | 1.000 | 0.210 | 0.000 | 0.070 | 0.119 | 0.271 |
| According to you, what need does social media fulfill? | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.206 | 0.000 | 0.058 | 0.000 | 0.095 | 0.000 | 0.000 | 0.000 | 0.099 | 0.210 | 1.000 | 0.155 | 0.000 | 0.026 | 0.000 |
| How many social media platforms are you on? | 0.000 | 0.000 | 0.000 | 0.395 | 0.392 | 0.670 | 0.371 | 0.252 | 0.774 | 0.424 | 0.602 | 0.437 | 0.383 | 0.082 | 0.356 | 0.216 | 0.252 | 0.000 | 0.155 | 1.000 | 0.787 | 0.186 | 0.111 |
| Time spend on Reddit? (In hours) | 0.000 | 0.000 | 0.000 | 0.178 | 0.033 | 0.000 | 0.382 | 0.404 | 0.504 | 0.668 | 0.566 | 0.607 | 0.579 | 0.000 | 0.110 | 0.150 | 0.000 | 0.070 | 0.000 | 0.787 | 1.000 | 0.105 | 0.000 |
| Do you consider yourself to be addicted to social media? | 0.000 | 0.102 | 0.043 | 0.082 | 0.157 | 0.000 | 0.174 | 0.066 | 0.116 | 0.099 | 0.171 | 0.084 | 0.242 | 0.092 | 0.352 | 0.000 | 0.000 | 0.119 | 0.026 | 0.186 | 0.105 | 1.000 | 0.000 |
| Impacted By Gadget | 0.256 | 0.347 | 0.592 | 0.000 | 0.137 | 0.083 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.052 | 0.069 | 0.000 | 0.054 | 0.000 | 0.249 | 0.271 | 0.000 | 0.111 | 0.000 | 0.000 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Department: | Choose Current year: | Enter Marks(percentage) For 10th Grade: | Enter Marks (percentage) For Previous Semester: | How often do you use social media ? (In hours) | According to you, what need does social media fulfill? | How many social media platforms are you on? | Time spent on WhatsApp? (In hours) | Time spend on Instagram? (In hours) | Time spend on Facebook? (In hours) | Time spend on YouTube? (In hours) | Time spend on Snapchat? (In hours) | Time spend on Reddit? (In hours) | Time spend on Discord? (In hours) | Time spend on Pinterest? (In hours) | Time spend on Twitter? (In hours) | Time spend on Telegram? (In hours) | Overall time spent on other application? (In hours) | What is the maximum time that you have spent away from your phone? (In hours) | Do you consider yourself to be addicted to social media? | Entertainment usage time while using phone(per day) (In hours) | Productivity and finance time while using phone (per day)(In hours) | Impacted By Gadget | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Artificial Intelligence | Third year | 60.0 | 60.00 | 10 | Entertainment | 5.0 | 0.0 | 0.0 | 5.0 | 1.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 11.0 | 11.0 | No | 11.0 | 0.0 | No | |
| 1 | Artificial Intelligence | First year | 80.2 | 73.00 | 9 | Educational, Entertainment, Research/Reading, Gaming | WhatsApp, Instagram, YouTube, Snapchat | 1.0 | 2.0 | 0.0 | 3.0 | 1.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 4.0 | 14.0 | No | 4.0 | 4.0 | Yes |
| 2 | Artificial Intelligence | First year | 80.0 | 80.14 | 9 | Educational, Entertainment | WhatsApp, YouTube | 1.0 | 0.0 | 0.0 | 3.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 12.0 | No | 2.0 | 3.0 | No |
| 3 | Artificial Intelligence | First year | 84.4 | 79.86 | 9 | Educational, Entertainment, Research/Reading | WhatsApp, Instagram, YouTube, Snapchat, Pinterest, Twitter, Telegram | 0.0 | 5.0 | 0.0 | 0.5 | 0.5 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | Yes | 6.0 | 3.0 | Yes |
| 4 | Artificial Intelligence | First year | 82.0 | 74.00 | 8 | Entertainment | WhatsApp, Instagram, Facebook, YouTube, Snapchat, Pinterest, Telegram | 0.9 | 3.0 | 0.0 | 0.1 | 0.6 | 0 | 0.0 | 0.2 | 0.0 | 0.7 | 2.0 | 16.0 | Maybe | 2.0 | 2.0 | Yes |
| 5 | Artificial Intelligence | First year | 78.0 | 71.00 | 8 | Entertainment | WhatsApp, Instagram, YouTube, Snapchat, Pinterest | 1.0 | 6.0 | 0.0 | 1.0 | 1.0 | 0 | 0.0 | 1.0 | 0.0 | 0.0 | 2.0 | 2.0 | Maybe | 5.0 | 0.0 | Yes |
| 6 | Artificial Intelligence | First year | 82.6 | 76.00 | 8 | Educational, Entertainment | WhatsApp, Instagram, YouTube, Snapchat | 1.0 | 2.0 | 0.0 | 3.0 | 1.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 7.0 | Maybe | 2.0 | 1.0 | Yes |
| 7 | Artificial Intelligence | First year | 78.0 | 76.00 | 8 | Entertainment, Research/Reading | WhatsApp, Instagram, YouTube, Snapchat, Pinterest, Twitter | 0.5 | 5.0 | 0.0 | 0.5 | 1.0 | 0 | 0.0 | 0.2 | 0.5 | 0.0 | 1.0 | 8.0 | No | 5.0 | 1.0 | Yes |
| 8 | Artificial Intelligence | First year | 82.4 | 60.00 | 7 | Educational, Entertainment, Research/Reading, Gaming | WhatsApp, Instagram, Facebook, YouTube, Snapchat | 1.0 | 2.0 | 0.0 | 1.0 | 1.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 10.0 | Maybe | 2.0 | 0.0 | Yes |
| 9 | Artificial Intelligence | First year | 78.6 | 82.29 | 7 | Educational, Entertainment, Research/Reading, Gaming | WhatsApp, Instagram, Facebook, YouTube, Discord, Twitter, Telegram | 1.0 | 0.5 | 0.0 | 1.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 15.0 | No | 1.0 | 1.0 | No |
| Department: | Choose Current year: | Enter Marks(percentage) For 10th Grade: | Enter Marks (percentage) For Previous Semester: | How often do you use social media ? (In hours) | According to you, what need does social media fulfill? | How many social media platforms are you on? | Time spent on WhatsApp? (In hours) | Time spend on Instagram? (In hours) | Time spend on Facebook? (In hours) | Time spend on YouTube? (In hours) | Time spend on Snapchat? (In hours) | Time spend on Reddit? (In hours) | Time spend on Discord? (In hours) | Time spend on Pinterest? (In hours) | Time spend on Twitter? (In hours) | Time spend on Telegram? (In hours) | Overall time spent on other application? (In hours) | What is the maximum time that you have spent away from your phone? (In hours) | Do you consider yourself to be addicted to social media? | Entertainment usage time while using phone(per day) (In hours) | Productivity and finance time while using phone (per day)(In hours) | Impacted By Gadget | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 149 | Information Technology | Second year | 84.0 | 75.13 | 7 | Educational, Entertainment, Research/Reading | WhatsApp, Instagram, YouTube, Snapchat, No | 2.0 | 2.0 | 0.0 | 3.0 | 1.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 8.0 | 15.0 | No | 4.0 | 2.0 | Yes |
| 150 | Information Technology | First year | 85.0 | 65.00 | 10 | Educational, Entertainment, Research/Reading, Gaming | WhatsApp, Instagram, Facebook, YouTube, Snapchat, Discord, Twitter | 1.0 | 2.0 | 0.0 | 3.0 | 2.0 | 0 | 0.5 | 0.0 | 0.0 | 0.0 | 1.0 | 16.0 | Maybe | 4.0 | 3.0 | Yes |
| 151 | Information Technology | Second year | 85.0 | 63.00 | 10 | Educational, Entertainment, Research/Reading | WhatsApp, Instagram, Facebook, YouTube, Snapchat, Discord, Twitter, | 3.0 | 7.0 | 0.0 | 5.0 | 1.0 | 0 | 2.0 | 0.0 | 1.0 | 1.0 | 2.0 | 10.0 | Yes | 5.0 | 2.0 | Yes |
| 152 | Information Technology | Second year | 62.0 | 69.00 | 7 | Entertainment | WhatsApp, Instagram, YouTube, Snapchat, Discord, Pinterest | 1.0 | 3.0 | 0.0 | 2.0 | 1.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 9.0 | No | 3.0 | 5.0 | No |
| 153 | Information Technology | Second year | 70.0 | 75.00 | 6 | Educational, Entertainment, Gaming | WhatsApp, Instagram, Facebook, YouTube, Snapchat, Discord, Pinterest, Telegram | 1.0 | 3.0 | 0.0 | 1.0 | 1.0 | 0 | 9.0 | 1.0 | 0.0 | 0.0 | 0.0 | 7.0 | Maybe | 2.0 | 0.0 | No |
| 154 | Information Technology | Second year | 84.8 | 54.87 | 6 | Educational, Entertainment, Research/Reading | WhatsApp, Instagram, YouTube, Snapchat, Twitter | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 6.0 | No | 3.0 | 3.0 | Yes |
| 155 | Information Technology | Second year | 75.0 | 77.50 | 5 | Educational, Entertainment, Gaming | WhatsApp, YouTube | 1.0 | 0.0 | 0.0 | 3.0 | 0.0 | 0 | 1.0 | 0.0 | 0.0 | 12.0 | 4.0 | 10.0 | No | 2.0 | 1.0 | No |
| 156 | Mechanical | Third year | 52.0 | 57.00 | 7 | Entertainment | WhatsApp, Instagram, YouTube, Snapchat | 1.0 | 7.0 | 0.0 | 6.0 | 4.0 | 0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 8.0 | No | 2.0 | 2.0 | No |
| 157 | Mechanical | Third year | 80.0 | 89.00 | 6 | Educational | WhatsApp, Instagram, Facebook, YouTube, Snapchat, Discord, Pinterest, Twitter, Telegram | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 2.0 | No | 1.0 | 1.0 | No |
| 158 | Mechanical | Third year | 74.0 | 74.00 | 4 | Educational | WhatsApp, Instagram, Snapchat, Twitter, Telegram | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | No | 2.0 | 2.0 | No |